Zerank 1 Small

Compact reranking model that balances performance with efficiency. Delivers ranking accuracy while maintaining cost-effectiveness. Suitable for applications that need reliable reranking without the overhead of larger models.

Overall Rank
#3
of 6
ELO Rating
1549
#3
Win Rate
57.7%
#3
Accuracy (nDCG@10)
0.498
#3
Latency
1251ms
#5

Model Information

Provider
ZeroEntropy
License
Proprietary
Model Name
zerank-1-small
Total Evaluations
375

Performance Record

Wins433 (57.7%)
Losses310 (41.3%)
Ties7 (0.9%)
Wins
Losses
Ties

Performance Overview

ELO ratings by dataset

Zerank 1 Small's ELO performance varies across different benchmark datasets, showing its strengths in specific domains.

Zerank 1 Small - ELO by Dataset

Detailed Metrics

Dataset breakdown

Performance metrics across different benchmark datasets, including accuracy and latency percentiles.

BEIR/fiqa

ELO 160262.0% WR155W-91L-4T

Accuracy Metrics

nDCG@5
0.114
nDCG@10
0.124
Recall@5
0.098
Recall@10
0.125

Latency Distribution

Mean
1183ms
P50 (Median)
1170ms
P90
1357ms

PG

ELO 154659.2% WR148W-102L-0T

Latency Distribution

Mean
1224ms
P50 (Median)
1187ms
P90
1307ms

BEIR/scifact

ELO 152952.0% WR130W-117L-3T

Accuracy Metrics

nDCG@5
0.869
nDCG@10
0.872
Recall@5
0.916
Recall@10
0.920

Latency Distribution

Mean
1345ms
P50 (Median)
1272ms
P90
1552ms

Compare Models

See how it stacks up

Compare Zerank 1 Small with other top rerankers to understand the differences in performance, accuracy, and latency.